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TRIAGE: Three-level Routing and Intelligent Agent Guidance for Efficient Execution

Wei, Ruocan
arXiv (All) · Papers
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i-2-11i-2-6machine-learning
Large Language Model (LLM) agents based on the ReAct paradigm have demonstrated remarkable capabilities in tool use and task execution. However, ReAct suffers from a fundamental efficiency problem: every query triggers a complete reasoning loop from scratch, and similar queries repeat identical step
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